Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 29228 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.8 MiB |
| Average record size in memory | 208.0 B |
Variable types
| NUM | 23 |
|---|---|
| CAT | 3 |
Reproduction
| Analysis started | 2020-05-17 22:15:37.640080 |
|---|---|
| Analysis finished | 2020-05-17 22:17:08.370283 |
| Duration | 1 minute and 30.73 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
resource is highly skewed (γ1 = 34.11749712) | Skewed |
sharedsubpage is highly skewed (γ1 = 26.4236421) | Skewed |
glossary is highly skewed (γ1 = 45.10423591) | Skewed |
ID has unique values | Unique |
url has 5327 (18.2%) zeros | Zeros |
forumng has 3222 (11.0%) zeros | Zeros |
oucontent has 2306 (7.9%) zeros | Zeros |
subpage has 1018 (3.5%) zeros | Zeros |
resource has 1632 (5.6%) zeros | Zeros |
sharedsubpage has 29100 (99.6%) zeros | Zeros |
page has 20500 (70.1%) zeros | Zeros |
questionnaire has 24717 (84.6%) zeros | Zeros |
ouwiki has 18612 (63.7%) zeros | Zeros |
htmlactivity has 27310 (93.4%) zeros | Zeros |
ouelluminate has 26727 (91.4%) zeros | Zeros |
dataplus has 26518 (90.7%) zeros | Zeros |
externalquiz has 24346 (83.3%) zeros | Zeros |
dualpane has 25521 (87.3%) zeros | Zeros |
quiz has 9255 (31.7%) zeros | Zeros |
glossary has 23192 (79.3%) zeros | Zeros |
oucollaborate has 18338 (62.7%) zeros | Zeros |
folder has 27294 (93.4%) zeros | Zeros |
acumneg has 5419 (18.5%) zeros | Zeros |
acumg has 728 (2.5%) zeros | Zeros |
| Distinct count | 29228 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14614.5 |
|---|---|
| Minimum | 1 |
| Maximum | 29228 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1462.35 |
| Q1 | 7307.75 |
| median | 14614.5 |
| Q3 | 21921.25 |
| 95-th percentile | 27766.65 |
| Maximum | 29228 |
| Range | 29227 |
| Interquartile range (IQR) | 14613.5 |
Descriptive statistics
| Standard deviation | 8437.54117 |
|---|---|
| Coefficient of variation (CV) | 0.5773403928 |
| Kurtosis | -1.2 |
| Mean | 14614.5 |
| Median Absolute Deviation (MAD) | 7307 |
| Skewness | 0 |
| Sum | 427152606 |
| Variance | 71192101 |
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 27943 | 1 | < 0.1% | |
| 7465 | 1 | < 0.1% | |
| 1322 | 1 | < 0.1% | |
| 3371 | 1 | < 0.1% | |
| 13612 | 1 | < 0.1% | |
| 15661 | 1 | < 0.1% | |
| 9518 | 1 | < 0.1% | |
| 11567 | 1 | < 0.1% | |
| 21824 | 1 | < 0.1% | |
| Other values (29218) | 29218 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 29228 | 1 | < 0.1% | |
| 29227 | 1 | < 0.1% | |
| 29226 | 1 | < 0.1% | |
| 29225 | 1 | < 0.1% | |
| 29224 | 1 | < 0.1% |
id_student
Real number (ℝ≥0)
| Distinct count | 26074 |
|---|---|
| Unique (%) | 89.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 708336.6842069249 |
|---|---|
| Minimum | 6516 |
| Maximum | 2698588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 6516 |
|---|---|
| 5-th percentile | 188662 |
| Q1 | 507576.75 |
| median | 589828 |
| Q3 | 643706.75 |
| 95-th percentile | 2343321.6 |
| Maximum | 2698588 |
| Range | 2692072 |
| Interquartile range (IQR) | 136130 |
Descriptive statistics
| Standard deviation | 551736.1606 |
|---|---|
| Coefficient of variation (CV) | 0.7789179537 |
| Kurtosis | 5.076283735 |
| Mean | 708336.6842 |
| Median Absolute Deviation (MAD) | 62186 |
| Skewness | 2.432367105 |
| Sum | 2.070326461e+10 |
| Variance | 3.044127909e+11 |
| Value | Count | Frequency (%) | |
| 584077 | 5 | < 0.1% | |
| 279883 | 4 | < 0.1% | |
| 546400 | 4 | < 0.1% | |
| 610287 | 4 | < 0.1% | |
| 587122 | 4 | < 0.1% | |
| 2681198 | 4 | < 0.1% | |
| 2046628 | 4 | < 0.1% | |
| 591655 | 4 | < 0.1% | |
| 585769 | 4 | < 0.1% | |
| 616407 | 4 | < 0.1% | |
| Other values (26064) | 29187 | 99.9% |
| Value | Count | Frequency (%) | |
| 6516 | 1 | < 0.1% | |
| 8462 | 2 | < 0.1% | |
| 11391 | 1 | < 0.1% | |
| 23629 | 1 | < 0.1% | |
| 23698 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2698588 | 1 | < 0.1% | |
| 2698577 | 1 | < 0.1% | |
| 2698535 | 2 | < 0.1% | |
| 2698257 | 1 | < 0.1% | |
| 2698251 | 1 | < 0.1% |
code_module
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 228.3 KiB |
| FFF | |
|---|---|
| BBB | |
| DDD | |
| CCC | |
| EEE | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| FFF | 7092 | 24.3% | |
| BBB | 6622 | 22.7% | |
| DDD | 5745 | 19.7% | |
| CCC | 3983 | 13.6% | |
| EEE | 2685 | 9.2% | |
| GGG | 2366 | 8.1% | |
| AAA | 735 | 2.5% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
code_presentation
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 228.3 KiB |
| 2014J | |
|---|---|
| 2013J | |
| 2014B | |
| 2013B |
| Value | Count | Frequency (%) | |
| 2014J | 10143 | 34.7% | |
| 2013J | 7973 | 27.3% | |
| 2014B | 6851 | 23.4% | |
| 2013B | 4261 | 14.6% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
| Distinct count | 286 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.389010537840427 |
|---|---|
| Minimum | 0 |
| Maximum | 2134 |
| Zeros | 5327 |
| Zeros (%) | 18.2% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 25 |
| 95-th percentile | 73 |
| Maximum | 2134 |
| Range | 2134 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 36.1435633 |
|---|---|
| Coefficient of variation (CV) | 1.864126239 |
| Kurtosis | 487.719713 |
| Mean | 19.38901054 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 12.81062969 |
| Sum | 566702 |
| Variance | 1306.357168 |
| Value | Count | Frequency (%) | |
| 0 | 5327 | 18.2% | |
| 1 | 2025 | 6.9% | |
| 2 | 1669 | 5.7% | |
| 3 | 1412 | 4.8% | |
| 4 | 1198 | 4.1% | |
| 5 | 1034 | 3.5% | |
| 6 | 890 | 3.0% | |
| 7 | 831 | 2.8% | |
| 8 | 770 | 2.6% | |
| 9 | 667 | 2.3% | |
| Other values (276) | 13405 | 45.9% |
| Value | Count | Frequency (%) | |
| 0 | 5327 | 18.2% | |
| 1 | 2025 | 6.9% | |
| 2 | 1669 | 5.7% | |
| 3 | 1412 | 4.8% | |
| 4 | 1198 | 4.1% |
| Value | Count | Frequency (%) | |
| 2134 | 1 | < 0.1% | |
| 966 | 1 | < 0.1% | |
| 933 | 1 | < 0.1% | |
| 830 | 1 | < 0.1% | |
| 820 | 1 | < 0.1% |
| Distinct count | 2088 |
|---|---|
| Unique (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 272.799712604352 |
|---|---|
| Minimum | 0 |
| Maximum | 13154 |
| Zeros | 3222 |
| Zeros (%) | 11.0% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17 |
| median | 93 |
| Q3 | 288 |
| 95-th percentile | 1047 |
| Maximum | 13154 |
| Range | 13154 |
| Interquartile range (IQR) | 271 |
Descriptive statistics
| Standard deviation | 597.674199 |
|---|---|
| Coefficient of variation (CV) | 2.190890135 |
| Kurtosis | 76.44470754 |
| Mean | 272.7997126 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 7.028584588 |
| Sum | 7973390 |
| Variance | 357214.4482 |
| Value | Count | Frequency (%) | |
| 0 | 3222 | 11.0% | |
| 2 | 371 | 1.3% | |
| 3 | 363 | 1.2% | |
| 1 | 361 | 1.2% | |
| 4 | 310 | 1.1% | |
| 6 | 284 | 1.0% | |
| 7 | 280 | 1.0% | |
| 5 | 279 | 1.0% | |
| 8 | 243 | 0.8% | |
| 9 | 242 | 0.8% | |
| Other values (2078) | 23273 | 79.6% |
| Value | Count | Frequency (%) | |
| 0 | 3222 | 11.0% | |
| 1 | 361 | 1.2% | |
| 2 | 371 | 1.3% | |
| 3 | 363 | 1.2% | |
| 4 | 310 | 1.1% |
| Value | Count | Frequency (%) | |
| 13154 | 1 | < 0.1% | |
| 11465 | 1 | < 0.1% | |
| 11344 | 1 | < 0.1% | |
| 10555 | 1 | < 0.1% | |
| 10483 | 1 | < 0.1% |
homepage
Real number (ℝ≥0)
| Distinct count | 1515 |
|---|---|
| Unique (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 237.75366087313535 |
|---|---|
| Minimum | 0 |
| Maximum | 7277 |
| Zeros | 43 |
| Zeros (%) | 0.1% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 55 |
| median | 144 |
| Q3 | 304 |
| 95-th percentile | 765.65 |
| Maximum | 7277 |
| Range | 7277 |
| Interquartile range (IQR) | 249 |
Descriptive statistics
| Standard deviation | 320.2205552 |
|---|---|
| Coefficient of variation (CV) | 1.346858568 |
| Kurtosis | 56.16182765 |
| Mean | 237.7536609 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 5.259805064 |
| Sum | 6949064 |
| Variance | 102541.204 |
| Value | Count | Frequency (%) | |
| 1 | 285 | 1.0% | |
| 2 | 230 | 0.8% | |
| 3 | 221 | 0.8% | |
| 4 | 203 | 0.7% | |
| 6 | 202 | 0.7% | |
| 5 | 180 | 0.6% | |
| 8 | 171 | 0.6% | |
| 18 | 162 | 0.6% | |
| 10 | 156 | 0.5% | |
| 12 | 155 | 0.5% | |
| Other values (1505) | 27263 | 93.3% |
| Value | Count | Frequency (%) | |
| 0 | 43 | 0.1% | |
| 1 | 285 | 1.0% | |
| 2 | 230 | 0.8% | |
| 3 | 221 | 0.8% | |
| 4 | 203 | 0.7% |
| Value | Count | Frequency (%) | |
| 7277 | 1 | < 0.1% | |
| 7059 | 1 | < 0.1% | |
| 6591 | 1 | < 0.1% | |
| 5548 | 1 | < 0.1% | |
| 5012 | 1 | < 0.1% |
| Distinct count | 2685 |
|---|---|
| Unique (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 383.4269536061311 |
|---|---|
| Minimum | 0 |
| Maximum | 9308 |
| Zeros | 2306 |
| Zeros (%) | 7.9% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| median | 106 |
| Q3 | 445 |
| 95-th percentile | 1734 |
| Maximum | 9308 |
| Range | 9308 |
| Interquartile range (IQR) | 429 |
Descriptive statistics
| Standard deviation | 657.4751602 |
|---|---|
| Coefficient of variation (CV) | 1.714733808 |
| Kurtosis | 17.10923561 |
| Mean | 383.4269536 |
| Median Absolute Deviation (MAD) | 105 |
| Skewness | 3.330047564 |
| Sum | 11206803 |
| Variance | 432273.5863 |
| Value | Count | Frequency (%) | |
| 0 | 2306 | 7.9% | |
| 1 | 1121 | 3.8% | |
| 2 | 676 | 2.3% | |
| 3 | 395 | 1.4% | |
| 4 | 342 | 1.2% | |
| 5 | 259 | 0.9% | |
| 7 | 250 | 0.9% | |
| 6 | 232 | 0.8% | |
| 8 | 223 | 0.8% | |
| 10 | 216 | 0.7% | |
| Other values (2675) | 23208 | 79.4% |
| Value | Count | Frequency (%) | |
| 0 | 2306 | 7.9% | |
| 1 | 1121 | 3.8% | |
| 2 | 676 | 2.3% | |
| 3 | 395 | 1.4% | |
| 4 | 342 | 1.2% |
| Value | Count | Frequency (%) | |
| 9308 | 1 | < 0.1% | |
| 9154 | 1 | < 0.1% | |
| 8328 | 1 | < 0.1% | |
| 8314 | 1 | < 0.1% | |
| 7906 | 1 | < 0.1% |
| Distinct count | 944 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.72307376488298 |
|---|---|
| Minimum | 0 |
| Maximum | 4345 |
| Zeros | 1018 |
| Zeros (%) | 3.5% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 17 |
| median | 52 |
| Q3 | 155 |
| 95-th percentile | 436 |
| Maximum | 4345 |
| Range | 4345 |
| Interquartile range (IQR) | 138 |
Descriptive statistics
| Standard deviation | 163.768722 |
|---|---|
| Coefficient of variation (CV) | 1.403053541 |
| Kurtosis | 31.36149977 |
| Mean | 116.7230738 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 3.54466691 |
| Sum | 3411582 |
| Variance | 26820.19429 |
| Value | Count | Frequency (%) | |
| 0 | 1018 | 3.5% | |
| 1 | 532 | 1.8% | |
| 2 | 461 | 1.6% | |
| 3 | 428 | 1.5% | |
| 5 | 410 | 1.4% | |
| 4 | 398 | 1.4% | |
| 8 | 391 | 1.3% | |
| 11 | 378 | 1.3% | |
| 6 | 377 | 1.3% | |
| 12 | 356 | 1.2% | |
| Other values (934) | 24479 | 83.8% |
| Value | Count | Frequency (%) | |
| 0 | 1018 | 3.5% | |
| 1 | 532 | 1.8% | |
| 2 | 461 | 1.6% | |
| 3 | 428 | 1.5% | |
| 4 | 398 | 1.4% |
| Value | Count | Frequency (%) | |
| 4345 | 1 | < 0.1% | |
| 2853 | 1 | < 0.1% | |
| 2688 | 1 | < 0.1% | |
| 2438 | 1 | < 0.1% | |
| 1939 | 1 | < 0.1% |
| Distinct count | 390 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.98179827562611 |
|---|---|
| Minimum | 0 |
| Maximum | 5147 |
| Zeros | 1632 |
| Zeros (%) | 5.6% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 23 |
| Q3 | 48 |
| 95-th percentile | 120 |
| Maximum | 5147 |
| Range | 5147 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 72.71907491 |
|---|---|
| Coefficient of variation (CV) | 1.914576935 |
| Kurtosis | 2007.3934 |
| Mean | 37.98179828 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 34.11749712 |
| Sum | 1110132 |
| Variance | 5288.063856 |
| Value | Count | Frequency (%) | |
| 0 | 1632 | 5.6% | |
| 1 | 782 | 2.7% | |
| 2 | 734 | 2.5% | |
| 3 | 715 | 2.4% | |
| 5 | 703 | 2.4% | |
| 4 | 686 | 2.3% | |
| 8 | 648 | 2.2% | |
| 7 | 629 | 2.2% | |
| 6 | 629 | 2.2% | |
| 11 | 605 | 2.1% | |
| Other values (380) | 21465 | 73.4% |
| Value | Count | Frequency (%) | |
| 0 | 1632 | 5.6% | |
| 1 | 782 | 2.7% | |
| 2 | 734 | 2.5% | |
| 3 | 715 | 2.4% | |
| 4 | 686 | 2.3% |
| Value | Count | Frequency (%) | |
| 5147 | 1 | < 0.1% | |
| 4562 | 1 | < 0.1% | |
| 4546 | 1 | < 0.1% | |
| 2808 | 1 | < 0.1% | |
| 2281 | 1 | < 0.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005850554263035446 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 29100 |
| Zeros (%) | 99.6% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1029884248 |
|---|---|
| Coefficient of variation (CV) | 17.60319111 |
| Kurtosis | 972.6106267 |
| Mean | 0.005850554263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.4236421 |
| Sum | 171 |
| Variance | 0.01060661564 |
| Value | Count | Frequency (%) | |
| 0 | 29100 | 99.6% | |
| 1 | 101 | 0.3% | |
| 2 | 18 | 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 29100 | 99.6% | |
| 1 | 101 | 0.3% | |
| 2 | 18 | 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 2 | 18 | 0.1% |
| Distinct count | 65 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1770562474339674 |
|---|---|
| Minimum | 0 |
| Maximum | 334 |
| Zeros | 20500 |
| Zeros (%) | 70.1% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 13 |
| Maximum | 334 |
| Range | 334 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.671842702 |
|---|---|
| Coefficient of variation (CV) | 2.605280736 |
| Kurtosis | 418.6481782 |
| Mean | 2.177056247 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.21671403 |
| Sum | 63631 |
| Variance | 32.16979963 |
| Value | Count | Frequency (%) | |
| 0 | 20500 | 70.1% | |
| 1 | 1593 | 5.5% | |
| 2 | 1130 | 3.9% | |
| 3 | 876 | 3.0% | |
| 4 | 674 | 2.3% | |
| 5 | 587 | 2.0% | |
| 6 | 501 | 1.7% | |
| 7 | 412 | 1.4% | |
| 8 | 368 | 1.3% | |
| 9 | 347 | 1.2% | |
| Other values (55) | 2240 | 7.7% |
| Value | Count | Frequency (%) | |
| 0 | 20500 | 70.1% | |
| 1 | 1593 | 5.5% | |
| 2 | 1130 | 3.9% | |
| 3 | 876 | 3.0% | |
| 4 | 674 | 2.3% |
| Value | Count | Frequency (%) | |
| 334 | 1 | < 0.1% | |
| 76 | 1 | < 0.1% | |
| 74 | 1 | < 0.1% | |
| 69 | 2 | < 0.1% | |
| 68 | 1 | < 0.1% |
| Distinct count | 66 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.21582044614753 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 24717 |
| Zeros (%) | 84.6% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.102788535 |
|---|---|
| Coefficient of variation (CV) | 3.205489212 |
| Kurtosis | 19.30400564 |
| Mean | 2.215820446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.174260002 |
| Sum | 64764 |
| Variance | 50.44960498 |
| Value | Count | Frequency (%) | |
| 0 | 24717 | 84.6% | |
| 3 | 621 | 2.1% | |
| 9 | 361 | 1.2% | |
| 6 | 265 | 0.9% | |
| 4 | 238 | 0.8% | |
| 10 | 226 | 0.8% | |
| 12 | 210 | 0.7% | |
| 1 | 181 | 0.6% | |
| 11 | 165 | 0.6% | |
| 7 | 165 | 0.6% | |
| Other values (56) | 2079 | 7.1% |
| Value | Count | Frequency (%) | |
| 0 | 24717 | 84.6% | |
| 1 | 181 | 0.6% | |
| 2 | 61 | 0.2% | |
| 3 | 621 | 2.1% | |
| 4 | 238 | 0.8% |
| Value | Count | Frequency (%) | |
| 89 | 1 | < 0.1% | |
| 65 | 1 | < 0.1% | |
| 63 | 3 | < 0.1% | |
| 62 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% |
| Distinct count | 631 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.604625701382236 |
|---|---|
| Minimum | 0 |
| Maximum | 2117 |
| Zeros | 18612 |
| Zeros (%) | 63.7% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 17 |
| 95-th percentile | 175 |
| Maximum | 2117 |
| Range | 2117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 88.39370445 |
|---|---|
| Coefficient of variation (CV) | 2.888246545 |
| Kurtosis | 53.55285309 |
| Mean | 30.6046257 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.880454293 |
| Sum | 894512 |
| Variance | 7813.446986 |
| Value | Count | Frequency (%) | |
| 0 | 18612 | 63.7% | |
| 1 | 524 | 1.8% | |
| 2 | 384 | 1.3% | |
| 3 | 295 | 1.0% | |
| 4 | 246 | 0.8% | |
| 5 | 202 | 0.7% | |
| 6 | 194 | 0.7% | |
| 9 | 162 | 0.6% | |
| 11 | 154 | 0.5% | |
| 8 | 154 | 0.5% | |
| Other values (621) | 8301 | 28.4% |
| Value | Count | Frequency (%) | |
| 0 | 18612 | 63.7% | |
| 1 | 524 | 1.8% | |
| 2 | 384 | 1.3% | |
| 3 | 295 | 1.0% | |
| 4 | 246 | 0.8% |
| Value | Count | Frequency (%) | |
| 2117 | 1 | < 0.1% | |
| 1637 | 1 | < 0.1% | |
| 1449 | 1 | < 0.1% | |
| 1383 | 1 | < 0.1% | |
| 1217 | 1 | < 0.1% |
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3161009990420145 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros | 27310 |
| Zeros (%) | 93.4% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.452272632 |
|---|---|
| Coefficient of variation (CV) | 4.594331041 |
| Kurtosis | 59.56637104 |
| Mean | 0.316100999 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.473862594 |
| Sum | 9239 |
| Variance | 2.109095797 |
| Value | Count | Frequency (%) | |
| 0 | 27310 | 93.4% | |
| 4 | 294 | 1.0% | |
| 3 | 292 | 1.0% | |
| 5 | 267 | 0.9% | |
| 2 | 253 | 0.9% | |
| 1 | 197 | 0.7% | |
| 6 | 178 | 0.6% | |
| 7 | 149 | 0.5% | |
| 8 | 86 | 0.3% | |
| 9 | 67 | 0.2% | |
| Other values (16) | 135 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 27310 | 93.4% | |
| 1 | 197 | 0.7% | |
| 2 | 253 | 0.9% | |
| 3 | 292 | 1.0% | |
| 4 | 294 | 1.0% |
| Value | Count | Frequency (%) | |
| 33 | 1 | < 0.1% | |
| 27 | 2 | < 0.1% | |
| 25 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 23 | 2 | < 0.1% |
| Distinct count | 124 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.335294922676885 |
|---|---|
| Minimum | 0 |
| Maximum | 317 |
| Zeros | 26727 |
| Zeros (%) | 91.4% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 317 |
| Range | 317 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.783136242 |
|---|---|
| Coefficient of variation (CV) | 5.828776932 |
| Kurtosis | 200.9975985 |
| Mean | 1.335294923 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.07840602 |
| Sum | 39028 |
| Variance | 60.57720976 |
| Value | Count | Frequency (%) | |
| 0 | 26727 | 91.4% | |
| 1 | 398 | 1.4% | |
| 2 | 263 | 0.9% | |
| 3 | 196 | 0.7% | |
| 4 | 119 | 0.4% | |
| 6 | 109 | 0.4% | |
| 5 | 102 | 0.3% | |
| 7 | 86 | 0.3% | |
| 9 | 75 | 0.3% | |
| 8 | 70 | 0.2% | |
| Other values (114) | 1083 | 3.7% |
| Value | Count | Frequency (%) | |
| 0 | 26727 | 91.4% | |
| 1 | 398 | 1.4% | |
| 2 | 263 | 0.9% | |
| 3 | 196 | 0.7% | |
| 4 | 119 | 0.4% |
| Value | Count | Frequency (%) | |
| 317 | 1 | < 0.1% | |
| 176 | 1 | < 0.1% | |
| 171 | 1 | < 0.1% | |
| 166 | 1 | < 0.1% | |
| 148 | 1 | < 0.1% |
| Distinct count | 91 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6240591213904476 |
|---|---|
| Minimum | 0 |
| Maximum | 143 |
| Zeros | 26518 |
| Zeros (%) | 90.7% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 11 |
| Maximum | 143 |
| Range | 143 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.06619635 |
|---|---|
| Coefficient of variation (CV) | 4.350947732 |
| Kurtosis | 50.90908322 |
| Mean | 1.624059121 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.202538697 |
| Sum | 47468 |
| Variance | 49.93113086 |
| Value | Count | Frequency (%) | |
| 0 | 26518 | 90.7% | |
| 1 | 239 | 0.8% | |
| 3 | 133 | 0.5% | |
| 8 | 111 | 0.4% | |
| 5 | 109 | 0.4% | |
| 4 | 108 | 0.4% | |
| 6 | 107 | 0.4% | |
| 7 | 104 | 0.4% | |
| 10 | 97 | 0.3% | |
| 2 | 94 | 0.3% | |
| Other values (81) | 1608 | 5.5% |
| Value | Count | Frequency (%) | |
| 0 | 26518 | 90.7% | |
| 1 | 239 | 0.8% | |
| 2 | 94 | 0.3% | |
| 3 | 133 | 0.5% | |
| 4 | 108 | 0.4% |
| Value | Count | Frequency (%) | |
| 143 | 1 | < 0.1% | |
| 133 | 1 | < 0.1% | |
| 105 | 1 | < 0.1% | |
| 104 | 1 | < 0.1% | |
| 102 | 1 | < 0.1% |
| Distinct count | 104 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1996715478308473 |
|---|---|
| Minimum | 0 |
| Maximum | 340 |
| Zeros | 24346 |
| Zeros (%) | 83.3% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 14 |
| Maximum | 340 |
| Range | 340 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.483000249 |
|---|---|
| Coefficient of variation (CV) | 3.856484963 |
| Kurtosis | 193.9756966 |
| Mean | 2.199671548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.19133868 |
| Sum | 64292 |
| Variance | 71.96129322 |
| Value | Count | Frequency (%) | |
| 0 | 24346 | 83.3% | |
| 1 | 644 | 2.2% | |
| 2 | 457 | 1.6% | |
| 3 | 370 | 1.3% | |
| 4 | 339 | 1.2% | |
| 5 | 246 | 0.8% | |
| 6 | 232 | 0.8% | |
| 7 | 190 | 0.7% | |
| 8 | 168 | 0.6% | |
| 9 | 159 | 0.5% | |
| Other values (94) | 2077 | 7.1% |
| Value | Count | Frequency (%) | |
| 0 | 24346 | 83.3% | |
| 1 | 644 | 2.2% | |
| 2 | 457 | 1.6% | |
| 3 | 370 | 1.3% | |
| 4 | 339 | 1.2% |
| Value | Count | Frequency (%) | |
| 340 | 1 | < 0.1% | |
| 316 | 1 | < 0.1% | |
| 169 | 1 | < 0.1% | |
| 164 | 1 | < 0.1% | |
| 131 | 1 | < 0.1% |
repeatactivity
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 228.3 KiB |
| 0 | |
|---|---|
| 4 | 1 |
| 3 | 1 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 29225 | > 99.9% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 43 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7087724100177911 |
|---|---|
| Minimum | 0 |
| Maximum | 68 |
| Zeros | 25521 |
| Zeros (%) | 87.3% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 68 |
| Range | 68 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.779416094 |
|---|---|
| Coefficient of variation (CV) | 3.921450743 |
| Kurtosis | 59.66802631 |
| Mean | 0.70877241 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.412489029 |
| Sum | 20716 |
| Variance | 7.725153822 |
| Value | Count | Frequency (%) | |
| 0 | 25521 | 87.3% | |
| 1 | 832 | 2.8% | |
| 2 | 595 | 2.0% | |
| 3 | 425 | 1.5% | |
| 4 | 321 | 1.1% | |
| 5 | 242 | 0.8% | |
| 6 | 205 | 0.7% | |
| 7 | 158 | 0.5% | |
| 8 | 147 | 0.5% | |
| 9 | 128 | 0.4% | |
| Other values (33) | 654 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 25521 | 87.3% | |
| 1 | 832 | 2.8% | |
| 2 | 595 | 2.0% | |
| 3 | 425 | 1.5% | |
| 4 | 321 | 1.1% |
| Value | Count | Frequency (%) | |
| 68 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 44 | 1 | < 0.1% |
| Distinct count | 1905 |
|---|---|
| Unique (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 238.85452306007937 |
|---|---|
| Minimum | 0 |
| Maximum | 13032 |
| Zeros | 9255 |
| Zeros (%) | 31.7% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 75 |
| Q3 | 215 |
| 95-th percentile | 1032.65 |
| Maximum | 13032 |
| Range | 13032 |
| Interquartile range (IQR) | 215 |
Descriptive statistics
| Standard deviation | 466.344205 |
|---|---|
| Coefficient of variation (CV) | 1.952419402 |
| Kurtosis | 69.23235049 |
| Mean | 238.8545231 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 5.601032394 |
| Sum | 6981240 |
| Variance | 217476.9176 |
| Value | Count | Frequency (%) | |
| 0 | 9255 | 31.7% | |
| 1 | 576 | 2.0% | |
| 2 | 276 | 0.9% | |
| 3 | 176 | 0.6% | |
| 74 | 138 | 0.5% | |
| 79 | 136 | 0.5% | |
| 80 | 134 | 0.5% | |
| 78 | 128 | 0.4% | |
| 75 | 123 | 0.4% | |
| 4 | 120 | 0.4% | |
| Other values (1895) | 18166 | 62.2% |
| Value | Count | Frequency (%) | |
| 0 | 9255 | 31.7% | |
| 1 | 576 | 2.0% | |
| 2 | 276 | 0.9% | |
| 3 | 176 | 0.6% | |
| 4 | 120 | 0.4% |
| Value | Count | Frequency (%) | |
| 13032 | 1 | < 0.1% | |
| 11117 | 1 | < 0.1% | |
| 10621 | 1 | < 0.1% | |
| 8877 | 1 | < 0.1% | |
| 7447 | 1 | < 0.1% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.009511427398385 |
|---|---|
| Minimum | 0 |
| Maximum | 2952 |
| Zeros | 23192 |
| Zeros (%) | 79.3% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 2952 |
| Range | 2952 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 35.5740163 |
|---|---|
| Coefficient of variation (CV) | 11.82052873 |
| Kurtosis | 2836.156751 |
| Mean | 3.009511427 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.10423591 |
| Sum | 87962 |
| Variance | 1265.510636 |
| Value | Count | Frequency (%) | |
| 0 | 23192 | 79.3% | |
| 1 | 1735 | 5.9% | |
| 2 | 907 | 3.1% | |
| 3 | 532 | 1.8% | |
| 4 | 423 | 1.4% | |
| 5 | 308 | 1.1% | |
| 6 | 231 | 0.8% | |
| 7 | 195 | 0.7% | |
| 8 | 162 | 0.6% | |
| 9 | 127 | 0.4% | |
| Other values (188) | 1416 | 4.8% |
| Value | Count | Frequency (%) | |
| 0 | 23192 | 79.3% | |
| 1 | 1735 | 5.9% | |
| 2 | 907 | 3.1% | |
| 3 | 532 | 1.8% | |
| 4 | 423 | 1.4% |
| Value | Count | Frequency (%) | |
| 2952 | 1 | < 0.1% | |
| 2480 | 1 | < 0.1% | |
| 1364 | 1 | < 0.1% | |
| 1316 | 1 | < 0.1% | |
| 1213 | 1 | < 0.1% |
| Distinct count | 141 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.728411112631723 |
|---|---|
| Minimum | 0 |
| Maximum | 316 |
| Zeros | 18338 |
| Zeros (%) | 62.7% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 20 |
| Maximum | 316 |
| Range | 316 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 10.952296 |
|---|---|
| Coefficient of variation (CV) | 2.937523699 |
| Kurtosis | 94.22130832 |
| Mean | 3.728411113 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.443874416 |
| Sum | 108974 |
| Variance | 119.9527877 |
| Value | Count | Frequency (%) | |
| 0 | 18338 | 62.7% | |
| 1 | 2261 | 7.7% | |
| 2 | 1481 | 5.1% | |
| 3 | 962 | 3.3% | |
| 4 | 799 | 2.7% | |
| 5 | 593 | 2.0% | |
| 6 | 468 | 1.6% | |
| 7 | 391 | 1.3% | |
| 8 | 352 | 1.2% | |
| 9 | 327 | 1.1% | |
| Other values (131) | 3256 | 11.1% |
| Value | Count | Frequency (%) | |
| 0 | 18338 | 62.7% | |
| 1 | 2261 | 7.7% | |
| 2 | 1481 | 5.1% | |
| 3 | 962 | 3.3% | |
| 4 | 799 | 2.7% |
| Value | Count | Frequency (%) | |
| 316 | 1 | < 0.1% | |
| 227 | 1 | < 0.1% | |
| 224 | 1 | < 0.1% | |
| 217 | 1 | < 0.1% | |
| 193 | 2 | < 0.1% |
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18543862050088955 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 27294 |
| Zeros (%) | 93.4% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8168789965 |
|---|---|
| Coefficient of variation (CV) | 4.405117954 |
| Kurtosis | 42.17703423 |
| Mean | 0.1854386205 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.740321519 |
| Sum | 5420 |
| Variance | 0.6672912949 |
| Value | Count | Frequency (%) | |
| 0 | 27294 | 93.4% | |
| 2 | 584 | 2.0% | |
| 3 | 462 | 1.6% | |
| 1 | 397 | 1.4% | |
| 4 | 252 | 0.9% | |
| 5 | 122 | 0.4% | |
| 6 | 52 | 0.2% | |
| 7 | 31 | 0.1% | |
| 8 | 15 | 0.1% | |
| 10 | 5 | < 0.1% | |
| Other values (4) | 14 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 27294 | 93.4% | |
| 1 | 397 | 1.4% | |
| 2 | 584 | 2.0% | |
| 3 | 462 | 1.6% | |
| 4 | 252 | 0.9% |
| Value | Count | Frequency (%) | |
| 13 | 3 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 11 | 4 | < 0.1% | |
| 10 | 5 | < 0.1% | |
| 9 | 5 | < 0.1% |
| Distinct count | 843 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.48935951827015 |
|---|---|
| Minimum | 0 |
| Maximum | 3731 |
| Zeros | 5419 |
| Zeros (%) | 18.5% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 26 |
| Q3 | 86 |
| 95-th percentile | 303 |
| Maximum | 3731 |
| Range | 3731 |
| Interquartile range (IQR) | 83 |
Descriptive statistics
| Standard deviation | 134.4344008 |
|---|---|
| Coefficient of variation (CV) | 1.829304293 |
| Kurtosis | 56.29471338 |
| Mean | 73.48935952 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 5.327982656 |
| Sum | 2147947 |
| Variance | 18072.60813 |
| Value | Count | Frequency (%) | |
| 0 | 5419 | 18.5% | |
| 1 | 864 | 3.0% | |
| 2 | 660 | 2.3% | |
| 3 | 541 | 1.9% | |
| 5 | 465 | 1.6% | |
| 4 | 464 | 1.6% | |
| 6 | 452 | 1.5% | |
| 7 | 450 | 1.5% | |
| 10 | 362 | 1.2% | |
| 8 | 359 | 1.2% | |
| Other values (833) | 19192 | 65.7% |
| Value | Count | Frequency (%) | |
| 0 | 5419 | 18.5% | |
| 1 | 864 | 3.0% | |
| 2 | 660 | 2.3% | |
| 3 | 541 | 1.9% | |
| 4 | 464 | 1.6% |
| Value | Count | Frequency (%) | |
| 3731 | 1 | < 0.1% | |
| 2809 | 1 | < 0.1% | |
| 2188 | 1 | < 0.1% | |
| 2135 | 1 | < 0.1% | |
| 2121 | 1 | < 0.1% |
| Distinct count | 5224 |
|---|---|
| Unique (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1281.5502942384014 |
|---|---|
| Minimum | 0 |
| Maximum | 23481 |
| Zeros | 728 |
| Zeros (%) | 2.5% |
| Memory size | 228.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 232 |
| median | 688 |
| Q3 | 1674.25 |
| 95-th percentile | 4551.3 |
| Maximum | 23481 |
| Range | 23481 |
| Interquartile range (IQR) | 1442.25 |
Descriptive statistics
| Standard deviation | 1661.558833 |
|---|---|
| Coefficient of variation (CV) | 1.296522533 |
| Kurtosis | 14.30985597 |
| Mean | 1281.550294 |
| Median Absolute Deviation (MAD) | 562 |
| Skewness | 2.943557377 |
| Sum | 37457152 |
| Variance | 2760777.756 |
| Value | Count | Frequency (%) | |
| 0 | 728 | 2.5% | |
| 1 | 121 | 0.4% | |
| 3 | 87 | 0.3% | |
| 6 | 78 | 0.3% | |
| 2 | 75 | 0.3% | |
| 5 | 73 | 0.2% | |
| 10 | 65 | 0.2% | |
| 7 | 62 | 0.2% | |
| 4 | 61 | 0.2% | |
| 8 | 60 | 0.2% | |
| Other values (5214) | 27818 | 95.2% |
| Value | Count | Frequency (%) | |
| 0 | 728 | 2.5% | |
| 1 | 121 | 0.4% | |
| 2 | 75 | 0.3% | |
| 3 | 87 | 0.3% | |
| 4 | 61 | 0.2% |
| Value | Count | Frequency (%) | |
| 23481 | 1 | < 0.1% | |
| 21120 | 1 | < 0.1% | |
| 19983 | 1 | < 0.1% | |
| 19270 | 1 | < 0.1% | |
| 18827 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| ID | id_student | code_module | code_presentation | url | forumng | homepage | oucontent | subpage | resource | sharedsubpage | page | questionnaire | ouwiki | htmlactivity | ouelluminate | dataplus | externalquiz | repeatactivity | dualpane | quiz | glossary | oucollaborate | folder | acumneg | acumg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 6516 | AAA | 2014J | 143 | 451 | 497 | 1505 | 143 | 31 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 256 | 2535 |
| 1 | 2 | 8462 | DDD | 2013J | 23 | 36 | 184 | 64 | 227 | 70 | 0 | 0 | 0 | 18 | 0 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 12 | 0 | 81 | 565 |
| 2 | 3 | 8462 | DDD | 2014J | 0 | 2 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 10 |
| 3 | 4 | 11391 | AAA | 2013J | 5 | 193 | 138 | 553 | 32 | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 98 | 836 |
| 4 | 5 | 23629 | BBB | 2013B | 0 | 87 | 36 | 0 | 5 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 0 | 0 | 0 | 14 | 147 |
| 5 | 6 | 23698 | CCC | 2014J | 5 | 63 | 121 | 4 | 98 | 42 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 576 | 0 | 0 | 0 | 181 | 729 |
| 6 | 7 | 23798 | BBB | 2013J | 56 | 145 | 169 | 44 | 47 | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 104 | 1 | 3 | 0 | 6 | 584 |
| 7 | 8 | 24186 | GGG | 2014B | 0 | 14 | 46 | 9 | 5 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 102 | 0 | 0 | 0 | 12 | 172 |
| 8 | 9 | 24213 | DDD | 2014B | 26 | 778 | 325 | 262 | 427 | 51 | 0 | 0 | 0 | 88 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 26 | 0 | 3 | 1989 |
| 9 | 10 | 24391 | GGG | 2013J | 0 | 62 | 130 | 357 | 23 | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 120 | 2 | 0 | 0 | 0 | 712 |
Last rows
| ID | id_student | code_module | code_presentation | url | forumng | homepage | oucontent | subpage | resource | sharedsubpage | page | questionnaire | ouwiki | htmlactivity | ouelluminate | dataplus | externalquiz | repeatactivity | dualpane | quiz | glossary | oucollaborate | folder | acumneg | acumg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 29218 | 29219 | 2697885 | FFF | 2014B | 29 | 209 | 312 | 690 | 300 | 53 | 0 | 8 | 18 | 30 | 0 | 0 | 12 | 0 | 0 | 4 | 312 | 0 | 0 | 9 | 94 | 1892 |
| 29219 | 29220 | 2697921 | FFF | 2013J | 23 | 298 | 282 | 855 | 177 | 38 | 0 | 6 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 1 | 628 | 0 | 4 | 1 | 73 | 2246 |
| 29220 | 29221 | 2697921 | FFF | 2014J | 14 | 128 | 201 | 696 | 119 | 18 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 583 | 0 | 5 | 0 | 31 | 1736 |
| 29221 | 29222 | 2698125 | FFF | 2013J | 4 | 54 | 79 | 262 | 90 | 15 | 0 | 4 | 0 | 17 | 0 | 0 | 0 | 0 | 0 | 0 | 712 | 0 | 0 | 6 | 14 | 1229 |
| 29222 | 29223 | 2698251 | DDD | 2014B | 33 | 230 | 336 | 307 | 339 | 118 | 0 | 0 | 0 | 135 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 2 | 5 | 0 | 174 | 1337 |
| 29223 | 29224 | 2698257 | AAA | 2013J | 5 | 201 | 165 | 331 | 44 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 734 |
| 29224 | 29225 | 2698535 | CCC | 2014B | 6 | 309 | 98 | 6 | 52 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 292 | 0 | 0 | 0 | 28 | 758 |
| 29225 | 29226 | 2698535 | EEE | 2013J | 90 | 1953 | 391 | 773 | 13 | 3 | 0 | 0 | 0 | 119 | 0 | 0 | 0 | 0 | 0 | 2 | 111 | 0 | 0 | 0 | 22 | 3433 |
| 29226 | 29227 | 2698577 | BBB | 2014J | 4 | 103 | 204 | 253 | 38 | 38 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 72 | 0 | 5 | 0 | 0 | 717 |
| 29227 | 29228 | 2698588 | BBB | 2014J | 2 | 67 | 171 | 233 | 76 | 49 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 605 |